This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

**Table 1.** Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.
Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

Model: LB_fit_3pH
Model Run: Gen4int_indcomp_swhsR_FULL_pHB4pars_re0full_altwt_2xcvSEo_thru2024_1500000_noSEoR_2025-12-02 (Naming convention: modelname_thruYEAR_iters_rundate)
Proportion of parmaters converged (Rhat <= 1.1): 0.9237
See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 13.- Other rockfish (non-pelagic and non-yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 14.- Other rockfish (non-pelagic and non-yelloweye) releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 15.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 18.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 19.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 20.- Residuals from logbook harvests.

SWHS residuals

Figure 21.- Residuals from SWHS harvests.

Figure 22.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 23.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 24.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

Figure 25.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 26.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 27.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 28.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 29.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 30.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 31.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 32.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

Figure 33.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 35.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 36.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

## NULL

Weight Fits

Figure 37.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 40.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 41.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.3929712

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.25 while 0.75 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	11	10	1	0.457	0.454	0.224	0.698	1.010	0.124	0.024	CSEO
p_dsr	11	46	2	0.136	0.129	0.061	0.239	1.023	0.046	0.151	CSEO
p_dsr	11	48	2	0.321	0.320	0.218	0.437	1.020	0.055	0.018	CSEO
p_dsr	12	13	2	0.873	0.897	0.620	0.979	1.014	0.094	-0.257	EWYKT
p_slope	12	46	1	0.773	0.781	0.596	0.903	1.012	0.080	-0.100	EWYKT
p_pelagic	13	1	1	0.267	0.248	0.068	0.573	1.077	0.134	0.142	NSEI
p_pelagic	13	1	2	0.112	0.093	0.021	0.300	1.077	0.075	0.255	NSEI
p_yellow	13	1	1	0.401	0.366	0.129	0.938	1.013	0.198	0.177	NSEI
p_yellow	13	1	2	0.402	0.366	0.130	0.932	1.013	0.195	0.184	NSEI
p_pelagic	13	10	1	0.294	0.279	0.089	0.599	1.050	0.133	0.113	NSEI
p_pelagic	13	10	2	0.119	0.103	0.028	0.292	1.038	0.070	0.229	NSEI
p_yellow	13	10	1	0.399	0.360	0.130	0.950	1.014	0.197	0.198	NSEI
p_yellow	13	10	2	0.408	0.368	0.125	0.939	1.012	0.200	0.200	NSEI
p_pelagic	13	11	1	0.299	0.280	0.095	0.591	1.041	0.131	0.145	NSEI
p_pelagic	13	11	2	0.123	0.107	0.031	0.308	1.043	0.073	0.220	NSEI
p_yellow	13	11	1	0.402	0.366	0.129	0.937	1.015	0.194	0.186	NSEI
p_yellow	13	11	2	0.406	0.371	0.127	0.928	1.014	0.197	0.178	NSEI
p_pelagic	13	12	1	0.300	0.284	0.094	0.595	1.047	0.130	0.123	NSEI
p_pelagic	13	12	2	0.126	0.109	0.032	0.306	1.044	0.074	0.231	NSEI
p_yellow	13	12	1	0.400	0.359	0.127	0.936	1.013	0.196	0.209	NSEI
p_yellow	13	12	2	0.407	0.370	0.132	0.937	1.012	0.196	0.189	NSEI
p_pelagic	13	13	1	0.307	0.292	0.107	0.593	1.031	0.128	0.117	NSEI
p_pelagic	13	13	2	0.129	0.115	0.034	0.303	1.046	0.071	0.197	NSEI
p_yellow	13	13	1	0.397	0.357	0.129	0.944	1.012	0.197	0.203	NSEI
p_yellow	13	13	2	0.402	0.364	0.130	0.929	1.011	0.198	0.192	NSEI
p_pelagic	13	14	1	0.300	0.285	0.110	0.560	1.035	0.120	0.125	NSEI
p_pelagic	13	14	2	0.128	0.113	0.037	0.295	1.032	0.069	0.218	NSEI
p_yellow	13	14	1	0.397	0.360	0.130	0.932	1.012	0.196	0.189	NSEI
p_yellow	13	14	2	0.403	0.368	0.131	0.936	1.013	0.196	0.178	NSEI
p_pelagic	13	15	1	0.280	0.264	0.100	0.538	1.027	0.118	0.135	NSEI
p_pelagic	13	15	2	0.124	0.111	0.037	0.286	1.033	0.066	0.198	NSEI
p_yellow	13	15	1	0.393	0.348	0.129	0.928	1.012	0.198	0.228	NSEI
p_yellow	13	15	2	0.402	0.364	0.124	0.924	1.013	0.196	0.193	NSEI
p_pelagic	13	16	1	0.315	0.304	0.116	0.572	1.020	0.118	0.093	NSEI
p_pelagic	13	16	2	0.136	0.121	0.042	0.309	1.023	0.070	0.215	NSEI
p_yellow	13	16	1	0.399	0.362	0.127	0.928	1.012	0.196	0.189	NSEI
p_yellow	13	16	2	0.402	0.361	0.125	0.935	1.014	0.195	0.210	NSEI
p_pelagic	13	17	1	0.326	0.315	0.124	0.589	1.015	0.121	0.091	NSEI
p_pelagic	13	17	2	0.143	0.130	0.045	0.324	1.019	0.073	0.179	NSEI
p_yellow	13	17	1	0.398	0.359	0.123	0.937	1.013	0.198	0.197	NSEI
p_yellow	13	17	2	0.403	0.361	0.129	0.937	1.012	0.196	0.214	NSEI
p_pelagic	13	18	1	0.338	0.324	0.144	0.602	1.015	0.118	0.119	NSEI
p_pelagic	13	18	2	0.147	0.134	0.048	0.315	1.014	0.071	0.184	NSEI
p_yellow	13	18	1	0.401	0.361	0.129	0.941	1.015	0.197	0.203	NSEI
p_yellow	13	18	2	0.402	0.367	0.139	0.941	1.016	0.194	0.180	NSEI
p_pelagic	13	19	2	0.155	0.142	0.048	0.333	1.013	0.073	0.177	NSEI
p_yellow	13	19	1	0.399	0.356	0.131	0.933	1.016	0.195	0.220	NSEI
p_yellow	13	19	2	0.402	0.362	0.127	0.937	1.013	0.197	0.203	NSEI
p_pelagic	13	2	1	0.272	0.248	0.069	0.581	1.075	0.137	0.175	NSEI
p_pelagic	13	2	2	0.111	0.094	0.023	0.295	1.059	0.072	0.236	NSEI
p_yellow	13	2	1	0.398	0.359	0.125	0.934	1.015	0.197	0.198	NSEI
p_yellow	13	2	2	0.404	0.365	0.125	0.937	1.012	0.197	0.198	NSEI
p_pelagic	13	20	1	0.355	0.344	0.153	0.615	1.011	0.120	0.092	NSEI
p_yellow	13	20	1	0.396	0.355	0.130	0.934	1.011	0.197	0.208	NSEI
p_yellow	13	20	2	0.405	0.369	0.129	0.938	1.016	0.195	0.184	NSEI
p_yellow	13	21	1	0.398	0.355	0.130	0.931	1.011	0.197	0.218	NSEI
p_yellow	13	21	2	0.403	0.370	0.133	0.942	1.016	0.198	0.167	NSEI
p_yellow	13	22	1	0.400	0.360	0.127	0.931	1.012	0.196	0.204	NSEI
p_yellow	13	22	2	0.399	0.356	0.135	0.936	1.014	0.196	0.219	NSEI
p_yellow	13	23	1	0.360	0.314	0.099	0.931	1.014	0.198	0.233	NSEI
p_yellow	13	23	2	0.450	0.421	0.149	0.941	1.013	0.195	0.149	NSEI
p_yellow	13	24	1	0.361	0.320	0.100	0.919	1.015	0.197	0.208	NSEI
p_yellow	13	24	2	0.456	0.428	0.156	0.949	1.013	0.196	0.143	NSEI
p_yellow	13	25	1	0.365	0.325	0.103	0.914	1.015	0.197	0.203	NSEI
p_yellow	13	25	2	0.445	0.413	0.150	0.941	1.012	0.197	0.163	NSEI
p_yellow	13	26	1	0.356	0.315	0.101	0.911	1.016	0.195	0.210	NSEI
p_yellow	13	26	2	0.449	0.422	0.152	0.936	1.012	0.193	0.140	NSEI
p_yellow	13	27	1	0.348	0.307	0.098	0.893	1.017	0.191	0.215	NSEI
p_yellow	13	27	2	0.443	0.415	0.151	0.944	1.016	0.193	0.145	NSEI
p_yellow	13	28	1	0.356	0.321	0.099	0.893	1.018	0.189	0.185	NSEI
p_yellow	13	29	1	0.339	0.304	0.099	0.796	1.015	0.175	0.200	NSEI
p_pelagic	13	3	1	0.270	0.245	0.072	0.582	1.055	0.135	0.185	NSEI
p_pelagic	13	3	2	0.111	0.094	0.022	0.303	1.067	0.073	0.234	NSEI
p_yellow	13	3	1	0.401	0.364	0.117	0.933	1.011	0.197	0.188	NSEI
p_yellow	13	3	2	0.401	0.364	0.131	0.939	1.013	0.195	0.190	NSEI
p_pelagic	13	4	1	0.273	0.251	0.074	0.577	1.071	0.133	0.165	NSEI
p_pelagic	13	4	2	0.111	0.092	0.025	0.302	1.063	0.073	0.260	NSEI
p_yellow	13	4	1	0.403	0.365	0.133	0.934	1.017	0.196	0.194	NSEI
p_yellow	13	4	2	0.404	0.360	0.131	0.942	1.015	0.198	0.222	NSEI
p_pelagic	13	5	1	0.277	0.254	0.074	0.595	1.060	0.135	0.170	NSEI
p_pelagic	13	5	2	0.113	0.095	0.024	0.295	1.062	0.072	0.249	NSEI
p_yellow	13	5	1	0.396	0.351	0.124	0.937	1.010	0.198	0.227	NSEI
p_yellow	13	5	2	0.408	0.370	0.132	0.945	1.013	0.195	0.195	NSEI
p_pelagic	13	6	1	0.279	0.260	0.078	0.586	1.044	0.135	0.141	NSEI
p_pelagic	13	6	2	0.115	0.098	0.024	0.304	1.072	0.075	0.228	NSEI
p_yellow	13	6	1	0.400	0.358	0.127	0.937	1.015	0.197	0.213	NSEI
p_yellow	13	6	2	0.399	0.363	0.122	0.929	1.012	0.195	0.185	NSEI
p_pelagic	13	7	1	0.282	0.259	0.078	0.596	1.063	0.136	0.169	NSEI
p_pelagic	13	7	2	0.116	0.097	0.026	0.300	1.063	0.073	0.259	NSEI
p_yellow	13	7	1	0.399	0.361	0.130	0.928	1.011	0.195	0.195	NSEI
p_yellow	13	7	2	0.403	0.363	0.136	0.943	1.012	0.198	0.202	NSEI
p_pelagic	13	8	1	0.283	0.265	0.079	0.576	1.050	0.133	0.135	NSEI
p_pelagic	13	8	2	0.118	0.102	0.028	0.306	1.054	0.073	0.221	NSEI
p_yellow	13	8	1	0.402	0.365	0.135	0.934	1.014	0.194	0.190	NSEI
p_yellow	13	8	2	0.405	0.368	0.130	0.931	1.015	0.198	0.187	NSEI
p_pelagic	13	9	1	0.288	0.274	0.085	0.573	1.065	0.129	0.108	NSEI
p_pelagic	13	9	2	0.120	0.103	0.027	0.310	1.056	0.073	0.232	NSEI
p_yellow	13	9	1	0.399	0.358	0.123	0.945	1.015	0.195	0.210	NSEI
p_yellow	13	9	2	0.406	0.367	0.134	0.940	1.015	0.195	0.200	NSEI
p_yellow	14	10	2	0.596	0.591	0.281	0.959	1.010	0.169	0.030	NSEO
p_yellow	14	11	1	0.554	0.542	0.260	0.947	1.010	0.170	0.071	NSEO
p_yellow	14	12	1	0.552	0.547	0.250	0.948	1.011	0.172	0.029	NSEO
p_yellow	14	13	2	0.595	0.588	0.287	0.956	1.012	0.168	0.042	NSEO
p_yellow	14	14	1	0.549	0.539	0.248	0.953	1.011	0.170	0.059	NSEO
p_yellow	14	18	1	0.546	0.538	0.235	0.944	1.011	0.173	0.046	NSEO
p_yellow	14	20	1	0.549	0.538	0.250	0.951	1.012	0.173	0.064	NSEO
p_yellow	14	20	2	0.595	0.594	0.287	0.962	1.015	0.166	0.006	NSEO
p_yellow	14	23	1	0.579	0.571	0.279	0.951	1.014	0.165	0.049	NSEO
p_yellow	14	25	1	0.562	0.553	0.263	0.934	1.011	0.168	0.054	NSEO
p_yellow	14	26	1	0.556	0.548	0.246	0.944	1.015	0.174	0.046	NSEO
p_slope	14	26	1	0.129	0.109	0.025	0.347	1.012	0.084	0.237	NSEO
p_yellow	14	27	1	0.574	0.566	0.268	0.945	1.012	0.169	0.047	NSEO
p_slope	14	28	1	0.078	0.062	0.012	0.239	1.010	0.060	0.268	NSEO
p_slope	14	29	1	0.135	0.115	0.027	0.359	1.026	0.086	0.232	NSEO
p_yellow	14	3	1	0.554	0.545	0.262	0.952	1.012	0.169	0.053	NSEO
p_slope	14	36	1	0.095	0.095	0.077	0.114	1.025	0.010	0.000	NSEO
p_slope	14	40	1	0.063	0.063	0.049	0.079	1.019	0.008	0.000	NSEO
p_slope	14	41	1	0.079	0.079	0.060	0.100	1.015	0.010	0.000	NSEO
p_dsr	14	42	1	0.442	0.442	0.409	0.475	1.017	0.017	0.000	NSEO
p_dsr	14	43	1	0.424	0.423	0.389	0.460	1.174	0.018	0.054	NSEO
p_slope	14	43	1	0.103	0.103	0.082	0.132	1.450	0.014	0.000	NSEO
p_dsr	14	44	1	0.100	0.074	0.012	0.332	1.031	0.086	0.304	NSEO
p_pelagic	14	45	1	0.940	0.939	0.932	0.953	1.070	0.005	0.185	NSEO
p_dsr	14	45	1	0.113	0.076	0.010	0.411	1.111	0.108	0.342	NSEO
p_yellow	14	6	1	0.550	0.539	0.254	0.946	1.016	0.171	0.064	NSEO
p_yellow	14	8	1	0.553	0.546	0.255	0.948	1.011	0.169	0.041	NSEO
p_black	14	8	1	0.919	0.945	0.697	0.992	1.012	0.081	-0.323	NSEO
p_yellow	14	9	1	0.553	0.546	0.249	0.950	1.012	0.172	0.041	NSEO
p_slope	15	15	1	0.183	0.150	0.030	0.498	1.020	0.125	0.264	SSEI
p_dsr	15	23	1	0.597	0.610	0.251	0.873	1.081	0.167	-0.078	SSEI
p_slope	15	23	1	0.264	0.237	0.044	0.632	1.134	0.156	0.173	SSEI
p_dsr	15	24	1	0.593	0.608	0.246	0.873	1.078	0.166	-0.090	SSEI
p_slope	15	24	1	0.259	0.230	0.041	0.616	1.118	0.153	0.189	SSEI
p_dsr	15	25	1	0.593	0.605	0.249	0.874	1.073	0.166	-0.072	SSEI
p_slope	15	25	1	0.266	0.241	0.044	0.643	1.135	0.157	0.159	SSEI
p_dsr	15	26	1	0.603	0.615	0.255	0.883	1.088	0.162	-0.074	SSEI
p_slope	15	26	1	0.264	0.237	0.043	0.614	1.172	0.157	0.172	SSEI
p_dsr	15	27	1	0.595	0.603	0.256	0.873	1.062	0.162	-0.049	SSEI
p_slope	15	27	1	0.258	0.235	0.044	0.615	1.095	0.153	0.150	SSEI
p_dsr	15	28	1	0.570	0.578	0.234	0.868	1.027	0.171	-0.047	SSEI
p_slope	15	28	1	0.245	0.217	0.040	0.592	1.022	0.145	0.193	SSEI
p_dsr	15	29	1	0.583	0.594	0.235	0.874	1.042	0.170	-0.065	SSEI
p_slope	15	29	1	0.257	0.233	0.045	0.605	1.034	0.153	0.157	SSEI
p_dsr	15	30	1	0.450	0.452	0.412	0.483	2.034	0.019	-0.104	SSEI
p_slope	15	30	1	0.192	0.190	0.161	0.229	2.180	0.019	0.108	SSEI
p_dsr	15	31	1	0.460	0.460	0.435	0.484	1.040	0.013	0.000	SSEI
p_slope	15	31	1	0.212	0.212	0.188	0.236	1.071	0.012	0.000	SSEI
p_dsr	15	32	1	0.533	0.533	0.505	0.559	1.117	0.014	0.000	SSEI
p_slope	15	32	1	0.121	0.121	0.098	0.144	1.267	0.012	0.000	SSEI
p_dsr	15	33	1	0.522	0.522	0.496	0.547	1.091	0.013	0.000	SSEI
p_slope	15	33	1	0.118	0.118	0.097	0.141	1.229	0.011	0.000	SSEI
p_dsr	15	34	1	0.521	0.520	0.493	0.549	1.085	0.014	0.071	SSEI
p_slope	15	34	1	0.182	0.182	0.158	0.206	1.098	0.013	0.000	SSEI
p_dsr	15	35	1	0.520	0.520	0.494	0.547	1.033	0.013	0.000	SSEI
p_slope	15	35	1	0.182	0.182	0.159	0.204	1.073	0.012	0.000	SSEI
p_dsr	15	36	1	0.592	0.592	0.566	0.618	1.034	0.013	0.000	SSEI
p_slope	15	36	1	0.145	0.145	0.123	0.167	1.035	0.011	0.000	SSEI
p_dsr	15	37	1	0.569	0.569	0.542	0.595	1.115	0.014	0.000	SSEI
p_slope	15	37	1	0.189	0.189	0.163	0.214	1.170	0.013	0.000	SSEI
p_dsr	15	38	1	0.546	0.547	0.527	0.566	1.100	0.010	-0.098	SSEI
p_slope	15	38	1	0.227	0.227	0.209	0.246	1.148	0.010	0.000	SSEI
p_dsr	15	39	1	0.552	0.552	0.537	0.566	1.081	0.008	0.000	SSEI
p_slope	15	39	1	0.197	0.197	0.184	0.211	1.095	0.007	0.000	SSEI
p_dsr	15	40	1	0.555	0.555	0.538	0.571	1.043	0.008	0.000	SSEI
p_slope	15	40	1	0.191	0.191	0.177	0.206	1.079	0.007	0.000	SSEI
p_dsr	15	41	1	0.597	0.597	0.576	0.617	1.103	0.010	0.000	SSEI
p_slope	15	41	1	0.149	0.148	0.131	0.168	1.525	0.010	0.105	SSEI
p_slope	15	42	1	0.156	0.156	0.130	0.182	1.030	0.014	0.000	SSEI
p_dsr	15	43	1	0.612	0.612	0.573	0.649	1.381	0.020	0.000	SSEI
p_slope	15	43	1	0.197	0.196	0.160	0.236	1.569	0.020	0.050	SSEI
p_pelagic	15	44	2	0.915	0.915	0.897	0.932	1.024	0.009	0.000	SSEI
p_dsr	15	44	1	0.265	0.252	0.146	0.424	2.386	0.076	0.170	SSEI
p_slope	15	44	1	0.545	0.548	0.406	0.672	1.501	0.069	-0.044	SSEI
p_dsr	15	45	1	0.185	0.182	0.118	0.265	1.402	0.038	0.079	SSEI
p_dsr	15	45	2	0.168	0.166	0.109	0.237	1.042	0.033	0.061	SSEI
p_slope	15	45	2	0.775	0.777	0.700	0.842	1.029	0.037	-0.054	SSEI
p_pelagic	15	46	1	0.871	0.871	0.865	0.876	1.037	0.003	0.000	SSEI
p_dsr	15	46	1	0.069	0.068	0.050	0.096	1.663	0.012	0.085	SSEI
p_dsr	15	46	2	0.425	0.425	0.364	0.484	1.011	0.031	0.000	SSEI
p_slope	15	46	2	0.519	0.518	0.454	0.582	1.015	0.032	0.031	SSEI
p_pelagic	15	47	1	0.896	0.896	0.891	0.901	1.037	0.003	0.000	SSEI
p_dsr	15	47	1	0.085	0.084	0.063	0.111	1.137	0.013	0.080	SSEI
p_pelagic	15	48	1	0.875	0.875	0.869	0.882	1.932	0.003	0.000	SSEI
p_dsr	15	48	1	0.065	0.061	0.040	0.103	2.697	0.017	0.231	SSEI
p_slope	15	48	1	0.872	0.873	0.836	0.904	1.188	0.017	-0.059	SSEI
p_slope	16	24	1	0.087	0.073	0.023	0.245	1.012	0.058	0.241	SSEO
p_dsr	16	44	1	0.065	0.060	0.020	0.134	1.012	0.030	0.167	SSEO
p_dsr	16	47	2	0.204	0.195	0.077	0.380	1.037	0.078	0.115	SSEO
p_dsr	16	48	2	0.232	0.227	0.122	0.373	1.022	0.065	0.077	SSEO

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	area
beta2_pH	10	3	0.292	0.226	0.100	0.787	1.203	0.334	0.197	northeast
beta2_pH	11	4	-5.123	-3.522	-17.088	-0.636	1.297	4.473	-0.358	CSEO
beta0_pH	12	4	2.640	2.626	-1.110	6.365	1.453	1.857	0.008	EWYKT
beta1_pH	12	4	3.353	3.260	0.219	7.031	1.123	1.689	0.055	EWYKT
beta2_pH	12	4	-5.459	-4.021	-16.840	-0.796	1.229	4.401	-0.327	EWYKT
beta3_pH	12	4	41.601	41.993	38.046	43.369	1.211	1.323	-0.296	EWYKT
beta4_pH	12	4	0.583	0.571	0.464	0.760	1.845	0.075	0.159	EWYKT
beta5_pH	12	4	-1.787	-1.818	-2.121	-1.268	1.376	0.243	0.128	EWYKT
beta5_pH	12	5	-0.181	-0.239	-1.501	1.551	1.236	0.800	0.073	EWYKT
beta1_pH	13	4	3.249	3.027	1.235	6.617	1.118	1.286	0.173	NSEI
beta2_pH	13	4	-4.738	-2.864	-17.119	-0.570	1.312	4.573	-0.410	NSEI
beta4_pH	13	4	1.108	1.107	1.042	1.179	1.979	0.037	0.027	NSEI
beta5_pH	13	4	8.490	8.571	7.766	9.016	2.767	0.344	-0.235	NSEI
beta0_pelagic	13		-1.252	-1.232	-2.524	-0.146	1.158	0.642	-0.031	NSEI
beta1_pelagic	13		3.221	3.147	1.576	4.863	1.126	0.911	0.081	NSEI
beta0_pH	14	4	4.150	0.883	-1.037	13.308	10.140	5.360	0.610	NSEO
beta0_pH	14	5	0.348	0.451	-0.259	1.028	3.559	0.418	-0.246	NSEO
beta1_pH	14	4	3.933	3.307	1.793	9.164	1.877	1.947	0.322	NSEO
beta2_pH	14	4	-5.032	-3.469	-17.003	-0.726	1.310	4.378	-0.357	NSEO
beta3_pH	14	4	40.050	40.092	37.952	41.862	1.363	1.019	-0.041	NSEO
beta5_pH	14	4	-0.390	-2.894	-3.858	6.754	9.669	3.961	0.632	NSEO
beta5_pH	14	5	0.506	0.685	-0.396	1.558	4.006	0.645	-0.277	NSEO
beta5_dsr	14		-3.305	-3.303	-4.140	-2.488	1.143	0.427	-0.005	NSEO
beta0_pH	15	4	3.031	0.370	-1.867	10.913	9.603	4.972	0.535	SSEI
beta0_pH	15	5	1.603	1.937	0.270	3.216	4.615	0.997	-0.335	SSEI
beta1_pH	15	4	3.586	3.009	0.201	8.078	3.467	2.268	0.254	SSEI
beta2_pH	15	4	-5.402	-4.011	-16.761	-0.791	1.369	4.391	-0.317	SSEI
beta3_pH	15	4	40.926	42.076	37.245	43.902	3.810	2.512	-0.458	SSEI
beta4_pH	15	3	0.838	0.791	0.437	1.547	1.103	0.277	0.170	SSEI
beta4_pH	15	4	0.891	0.630	0.585	1.475	33.105	0.387	0.674	SSEI
beta4_pH	15	5	1.225	0.969	0.810	2.480	3.308	0.492	0.520	SSEI
beta5_pH	15	4	0.346	-2.720	-3.060	6.805	65.704	4.472	0.686	SSEI
beta5_pH	15	5	0.180	0.286	-0.661	1.263	3.096	0.535	-0.198	SSEI
beta0_dsr	15		0.184	0.187	0.141	0.220	2.363	0.021	-0.140	SSEI
beta4_dsr	15		0.238	0.237	0.187	0.292	1.660	0.027	0.037	SSEI
beta5_dsr	15		-2.053	-2.107	-2.324	-1.712	3.591	0.181	0.298	SSEI
beta0_slope	15		-1.567	-1.575	-1.630	-1.490	2.965	0.040	0.202	SSEI
beta4_slope	15		-0.385	-0.383	-0.475	-0.304	1.840	0.045	-0.045	SSEI
beta5_slope	15		1.382	1.385	1.212	1.543	1.438	0.086	-0.035	SSEI
beta0_pH	16	4	2.368	2.052	-1.010	6.876	1.762	1.975	0.160	SSEO
beta0_pH	16	5	-0.816	-0.818	-0.956	-0.663	1.267	0.075	0.027	SSEO
beta1_pH	16	4	3.440	3.426	0.266	6.563	1.193	1.542	0.009	SSEO
beta2_pH	16	4	-5.467	-3.941	-16.892	-1.102	1.278	4.300	-0.355	SSEO
beta3_pH	16	4	41.473	41.620	38.439	43.162	1.264	1.039	-0.142	SSEO
beta4_pH	16	4	0.719	0.706	0.602	0.885	1.831	0.075	0.173	SSEO
beta5_pH	16	4	-1.062	-1.418	-2.679	2.425	1.684	1.294	0.275	SSEO
mu_beta0_pH	3	4	1.010	0.497	-4.706	8.966	1.665	3.897	0.132	PWSI
tau_beta0_pH	3	5	0.379	0.304	0.047	1.141	1.106	0.294	0.255	PWSI
tau_beta1_pH	3	4	10.990	2.313	0.011	76.346	1.107	19.401	0.447	PWSI
mu_beta2_pH	3	4	-4.542	-3.030	-15.897	-0.228	1.350	4.258	-0.355	PWSI
mu_beta5_pH	3	4	0.359	0.141	-3.728	5.010	1.810	2.286	0.095	PWSI
mu_beta5_pH	3	5	0.151	0.151	-0.795	1.221	1.340	0.519	0.000	PWSI
beta4_pH	5	1	0.432	0.387	0.083	0.960	1.175	0.476	0.095	BSAI
logbc_R	15	28	1.106	1.131	0.395	1.696	1.179	0.337	-0.074	SSEI
logbc_R	15	30	0.714	0.683	0.215	1.245	2.288	0.282	0.110	SSEI
logbc_R	15	31	0.781	0.737	0.237	1.405	2.488	0.326	0.135	SSEI
logbc_R	15	32	1.132	1.118	0.695	1.618	1.649	0.238	0.059	SSEI
logbc_R	15	33	1.405	1.395	0.865	1.974	1.662	0.287	0.035	SSEI
logbc_R	15	34	1.294	1.277	0.849	1.799	1.877	0.252	0.068	SSEI
logbc_R	15	37	0.924	0.922	0.478	1.399	1.231	0.231	0.009	SSEI
logbc_R	15	38	1.322	1.305	0.909	1.798	1.965	0.236	0.072	SSEI
logbc_R	15	39	1.243	1.219	0.835	1.716	2.183	0.233	0.103	SSEI
logbc_R	15	40	1.106	1.073	0.624	1.676	2.270	0.285	0.116	SSEI
logbc_R	15	41	0.669	0.634	0.239	1.183	2.303	0.256	0.137	SSEI
logbc_R	15	42	0.221	0.203	-0.139	0.617	2.068	0.205	0.088	SSEI
logbc_R	15	43	-0.217	-0.220	-0.636	0.239	1.757	0.230	0.013	SSEI
logbc_R	15	44	0.329	0.334	-0.114	0.730	1.490	0.215	-0.023	SSEI
logbc_R	15	45	0.735	0.731	0.354	1.127	1.374	0.200	0.020	SSEI
mu_bc_R	15		0.797	0.781	0.549	1.091	2.035	0.141	0.113	SSEI
pG	15	39	0.484	0.484	0.407	0.562	1.169	0.039	0.000	SSEI
pG	15	41	0.505	0.504	0.427	0.585	1.129	0.041	0.024	SSEI
pG	15	42	0.557	0.555	0.475	0.642	1.129	0.042	0.047	SSEI
pG	15	43	0.468	0.467	0.385	0.552	1.241	0.043	0.023	SSEI
lambda_H	15		0.018	0.014	0.003	0.057	1.164	0.031	0.131	SSEI

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	456.00	184.00	1,121.00	327.00
Prop. of total	0.71	0.29	0.77	0.23
Prop. median less than 1	0.27	0.30	0.26	0.43
Prop. median less than 10	0.38	0.65	0.46	0.76
Prop. median less than 50	0.46	0.85	0.58	0.83
Median of the median values	163.92	4.50	17.39	1.75
Mean of the median values	1,789.13	79.15	514.67	144.04
Mean skew of posteriors	0.22	0.29	0.24	0.25

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	32.00	11.00	248.00	28.00
Prop. of total	0.74	0.26	0.90	0.10
Prop. median less than 1	0.19	0.91	0.31	0.64
Prop. median less than 10	0.19	1.00	0.47	1.00
Prop. median less than 50	0.19	1.00	0.52	1.00
Median of the median values	4,738.18	0.18	34.18	0.37
Mean of the median values	5,928.73	0.39	1,061.14	1.99
Mean skew of posteriors	0.11	0.20	0.15	0.18

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
beta0_dsr	1
beta0_pelagic	1
beta0_pH	7
beta0_slope	1
beta1_pelagic	1
beta1_pH	5
beta2_pH	7
beta3_pH	4
beta4_dsr	1
beta4_pH	6
beta4_slope	1
beta5_dsr	2
beta5_pH	8
beta5_slope	1
Bp_ay	1
Bp_ayu	4
deviance	1
eps_dsr	4
eps_pH	1,565
eps_sl	5
H_ay	5
H_ayg	2
H_ayu	5
Hb_ay	4
Hb_ayg	1
Hb_ayu	5
Hd_ay	9
Hd_ayg	17
Hd_ayu	6
Ho_ay	8
Ho_ayg	5
Ho_ayu	11
Hp_ay	5
Hp_ayg	1
Hp_ayu	5
Hs_ay	8
Hs_ayg	15
Hs_ayu	6
Hy_ay	7
Hy_ayg	2
Hy_ayu	10
lambda_H	1
logbc_R	15
logRhat_ay	7
logRhat_ayg	9
mean_eps_pH	32
mu_bc_R	1
mu_beta0_pH	1
mu_beta2_pH	1
mu_beta5_pH	2
mu_dsr	167
mu_sl	72
p_dsr	14
p_obs_dsr	84
p_obs_sl	43
p_pelagic	1
p_slope	16
pG	4
pH	842
R_ay	41
R_ayg	20
R_ayu	64
Rb_ay	3
Rb_ayg	1
Rb_ayu	3
Rd_ay	256
Rd_ayg	249
Rd_ayu	248
re_area_dsr	5
re_area_sl	2
re_dsr	13
re_pelagic	1
re_pH	1,530
re_slope	14
Ro_ay	124
Ro_ayg	56
Ro_ayu	158
Rp_ay	4
Rp_ayg	1
Rp_ayu	3
Rs_ay	95
Rs_ayg	93
Rs_ayu	79
Ry_ay	10
Ry_ayg	1
Ry_ayu	31
sd_comp	1
sd_pH	1
sig_a_dsr	1
tau_comp	1
tau_pH	1
yrepdsr	52
yrepsl	30

Parameter estimates:

Summary Table of Parameter Estimates
Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.018	0.070	-0.144	-0.022	0.125
mu_bc_H[2]	0.074	0.054	-0.024	0.072	0.185
mu_bc_H[3]	-0.269	0.067	-0.396	-0.270	-0.129
mu_bc_H[4]	-0.926	0.187	-1.310	-0.921	-0.573
mu_bc_H[5]	1.359	1.181	0.129	1.091	4.266
mu_bc_H[6]	-2.400	0.312	-2.986	-2.408	-1.779
mu_bc_H[7]	-0.454	0.103	-0.666	-0.450	-0.257
mu_bc_H[8]	0.257	0.345	-0.320	0.225	1.024
mu_bc_H[9]	-0.244	0.128	-0.500	-0.247	0.009
mu_bc_H[10]	0.058	0.065	-0.065	0.057	0.190
mu_bc_H[11]	-0.123	0.038	-0.197	-0.123	-0.050
mu_bc_H[12]	-0.250	0.105	-0.467	-0.247	-0.042
mu_bc_H[13]	-0.136	0.074	-0.279	-0.135	0.013
mu_bc_H[14]	-0.305	0.089	-0.489	-0.302	-0.135
mu_bc_H[15]	-0.334	0.048	-0.429	-0.335	-0.236
mu_bc_H[16]	-0.146	0.370	-0.773	-0.174	0.677
mu_bc_R[1]	1.041	0.120	0.809	1.040	1.276
mu_bc_R[2]	1.012	0.076	0.857	1.014	1.154
mu_bc_R[3]	0.225	0.090	0.042	0.224	0.398
mu_bc_R[4]	0.663	0.194	0.259	0.667	1.030
mu_bc_R[5]	1.674	0.372	0.953	1.668	2.402
mu_bc_R[6]	-1.450	0.339	-2.118	-1.452	-0.775
mu_bc_R[7]	0.518	0.168	0.181	0.518	0.848
mu_bc_R[8]	0.646	0.147	0.373	0.643	0.944
mu_bc_R[9]	0.375	0.174	0.011	0.385	0.689
mu_bc_R[10]	0.893	0.105	0.681	0.893	1.099
mu_bc_R[11]	1.099	0.077	0.950	1.096	1.248
mu_bc_R[12]	0.890	0.166	0.567	0.889	1.222
mu_bc_R[13]	1.042	0.099	0.842	1.045	1.230
mu_bc_R[14]	0.856	0.119	0.619	0.858	1.075
mu_bc_R[15]	0.797	0.141	0.549	0.781	1.091
mu_bc_R[16]	1.266	0.115	1.039	1.265	1.490
tau_pH[1]	2.457	0.187	2.115	2.452	2.842
tau_pH[2]	1.585	0.148	1.311	1.578	1.896
tau_pH[3]	2.268	0.297	1.744	2.251	2.893
tau_pH[4]	0.597	0.365	0.081	0.759	1.081
tau_pH[5]	1.138	0.168	0.840	1.129	1.492
beta0_pH[1,1]	0.555	0.175	0.184	0.565	0.866
beta0_pH[2,1]	1.432	0.164	1.100	1.437	1.735
beta0_pH[3,1]	1.372	0.246	0.701	1.406	1.754
beta0_pH[4,1]	1.547	0.256	0.949	1.573	1.976
beta0_pH[5,1]	-0.816	0.382	-1.713	-0.781	-0.191
beta0_pH[6,1]	-0.608	0.480	-1.884	-0.497	0.034
beta0_pH[7,1]	0.752	0.011	0.732	0.752	0.773
beta0_pH[8,1]	-0.675	0.410	-1.668	-0.610	-0.071
beta0_pH[9,1]	-0.354	0.308	-1.057	-0.324	0.170
beta0_pH[10,1]	0.257	0.205	-0.185	0.266	0.631
beta0_pH[11,1]	0.121	0.313	-0.546	0.133	0.685
beta0_pH[12,1]	0.643	0.194	0.247	0.648	1.005
beta0_pH[13,1]	-0.668	0.152	-0.981	-0.662	-0.392
beta0_pH[14,1]	0.018	0.182	-0.325	0.024	0.353
beta0_pH[15,1]	0.066	0.189	-0.349	0.086	0.392
beta0_pH[16,1]	-0.888	0.215	-1.362	-0.883	-0.498
beta0_pH[1,2]	2.566	0.084	2.403	2.566	2.731
beta0_pH[2,2]	3.079	0.022	3.036	3.079	3.124
beta0_pH[3,2]	3.626	0.041	3.547	3.625	3.709
beta0_pH[4,2]	2.936	0.019	2.899	2.936	2.973
beta0_pH[5,2]	4.548	1.497	2.711	4.261	8.301
beta0_pH[6,2]	3.327	0.159	3.028	3.321	3.648
beta0_pH[7,2]	2.026	0.049	1.930	2.025	2.126
beta0_pH[8,2]	2.823	0.064	2.704	2.821	2.951
beta0_pH[9,2]	3.957	0.209	3.558	3.947	4.382
beta0_pH[10,2]	4.000	0.129	3.758	3.997	4.275
beta0_pH[11,2]	1.888	0.009	1.871	1.888	1.906
beta0_pH[12,2]	1.801	0.069	1.668	1.801	1.938
beta0_pH[13,2]	2.499	0.026	2.448	2.498	2.551
beta0_pH[14,2]	1.805	0.024	1.759	1.806	1.853
beta0_pH[15,2]	2.550	0.017	2.516	2.550	2.583
beta0_pH[16,2]	2.776	0.025	2.727	2.776	2.825
beta0_pH[1,3]	0.685	0.610	-0.998	0.856	1.373
beta0_pH[2,3]	2.127	0.017	2.093	2.127	2.160
beta0_pH[3,3]	2.689	0.024	2.642	2.689	2.737
beta0_pH[4,3]	2.980	0.034	2.914	2.979	3.047
beta0_pH[5,3]	3.756	2.536	0.915	3.081	10.702
beta0_pH[6,3]	1.252	0.324	0.680	1.230	1.938
beta0_pH[7,3]	0.856	0.049	0.758	0.858	0.955
beta0_pH[8,3]	0.284	0.123	0.020	0.295	0.495
beta0_pH[9,3]	-2.898	1.101	-5.273	-2.801	-1.010
beta0_pH[10,3]	-0.929	0.883	-3.017	-0.788	0.478
beta0_pH[11,3]	0.093	11.531	-22.757	0.195	23.119
beta0_pH[12,3]	0.322	11.604	-22.327	0.304	22.773
beta0_pH[13,3]	0.333	11.402	-21.122	0.130	23.563
beta0_pH[14,3]	0.066	11.577	-23.123	0.372	22.772
beta0_pH[15,3]	0.045	11.730	-23.066	0.130	23.000
beta0_pH[16,3]	-0.006	11.806	-23.713	0.221	23.123
beta0_pH[11,4]	1.434	1.037	-0.852	1.511	3.117
beta0_pH[12,4]	2.640	1.857	-1.110	2.626	6.365
beta0_pH[13,4]	10.925	1.098	7.886	11.149	12.328
beta0_pH[14,4]	4.150	5.360	-1.037	0.883	13.308
beta0_pH[15,4]	3.031	4.972	-1.867	0.370	10.913
beta0_pH[16,4]	2.368	1.975	-1.010	2.052	6.876
beta0_pH[11,5]	1.254	0.103	1.075	1.244	1.479
beta0_pH[12,5]	-2.334	0.408	-3.254	-2.293	-1.632
beta0_pH[13,5]	0.585	0.029	0.529	0.586	0.640
beta0_pH[14,5]	0.348	0.418	-0.259	0.451	1.028
beta0_pH[15,5]	1.603	0.997	0.270	1.937	3.216
beta0_pH[16,5]	-0.816	0.075	-0.956	-0.818	-0.663
beta1_pH[1,1]	2.574	0.482	1.795	2.512	3.774
beta1_pH[2,1]	1.576	0.311	1.013	1.566	2.244
beta1_pH[3,1]	1.867	0.474	1.172	1.796	3.157
beta1_pH[4,1]	1.964	0.500	1.232	1.877	3.345
beta1_pH[5,1]	2.339	0.483	1.541	2.294	3.444
beta1_pH[6,1]	2.372	0.907	1.143	2.137	4.601
beta1_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1]	2.593	0.900	1.264	2.391	4.674
beta1_pH[9,1]	2.138	0.633	1.234	2.018	3.929
beta1_pH[10,1]	2.180	0.392	1.510	2.140	3.095
beta1_pH[11,1]	3.277	0.531	2.442	3.210	4.555
beta1_pH[12,1]	2.880	0.288	2.328	2.874	3.473
beta1_pH[13,1]	3.465	0.247	3.005	3.456	3.964
beta1_pH[14,1]	2.844	0.334	2.248	2.824	3.528
beta1_pH[15,1]	2.389	0.268	1.893	2.372	2.950
beta1_pH[16,1]	4.059	0.297	3.517	4.047	4.687
beta1_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,3]	3.474	1.692	1.173	3.028	7.350
beta1_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,3]	4.909	2.375	2.179	4.141	11.451
beta1_pH[9,3]	8.511	2.646	4.122	8.197	14.116
beta1_pH[10,3]	7.241	2.737	3.305	6.725	13.329
beta1_pH[11,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,4]	2.180	1.184	0.167	2.171	4.753
beta1_pH[12,4]	3.353	1.689	0.219	3.260	7.031
beta1_pH[13,4]	3.249	1.286	1.235	3.027	6.617
beta1_pH[14,4]	3.933	1.947	1.793	3.307	9.164
beta1_pH[15,4]	3.586	2.268	0.201	3.009	8.078
beta1_pH[16,4]	3.440	1.542	0.266	3.426	6.563
beta1_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1]	1.203	0.827	0.332	0.914	3.384
beta2_pH[2,1]	1.581	0.946	0.321	1.365	3.427
beta2_pH[3,1]	1.273	0.836	0.179	1.090	2.915
beta2_pH[4,1]	1.073	0.788	0.181	0.800	2.904
beta2_pH[5,1]	1.994	1.665	0.251	1.556	6.676
beta2_pH[6,1]	0.766	1.230	0.099	0.328	4.399
beta2_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1]	0.616	1.063	0.119	0.311	4.069
beta2_pH[9,1]	0.828	1.145	0.152	0.476	4.392
beta2_pH[10,1]	1.147	1.134	0.269	0.787	4.366
beta2_pH[11,1]	0.468	0.279	0.189	0.393	1.153
beta2_pH[12,1]	1.566	0.815	0.608	1.314	3.692
beta2_pH[13,1]	1.001	0.417	0.535	0.903	2.123
beta2_pH[14,1]	1.119	0.649	0.432	0.926	3.120
beta2_pH[15,1]	1.050	0.623	0.376	0.879	2.907
beta2_pH[16,1]	1.043	0.346	0.616	0.978	1.895
beta2_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,3]	2.520	4.566	0.109	0.487	17.600
beta2_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,3]	2.433	2.061	0.542	1.545	8.229
beta2_pH[9,3]	0.186	0.152	0.079	0.155	0.430
beta2_pH[10,3]	0.292	0.334	0.100	0.226	0.787
beta2_pH[11,3]	-8.257	5.899	-22.500	-7.123	-0.393
beta2_pH[12,3]	-8.269	5.883	-22.748	-7.168	-0.386
beta2_pH[13,3]	-8.294	5.920	-22.881	-7.017	-0.424
beta2_pH[14,3]	-8.335	5.989	-22.981	-7.177	-0.340
beta2_pH[15,3]	-8.281	5.960	-22.973	-7.021	-0.404
beta2_pH[16,3]	-8.202	5.913	-22.217	-6.920	-0.347
beta2_pH[11,4]	-5.123	4.473	-17.088	-3.522	-0.636
beta2_pH[12,4]	-5.459	4.401	-16.840	-4.021	-0.796
beta2_pH[13,4]	-4.738	4.573	-17.119	-2.864	-0.570
beta2_pH[14,4]	-5.032	4.378	-17.003	-3.469	-0.726
beta2_pH[15,4]	-5.402	4.391	-16.761	-4.011	-0.791
beta2_pH[16,4]	-5.467	4.300	-16.892	-3.941	-1.102
beta2_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1]	34.971	1.151	32.865	34.949	37.519
beta3_pH[2,1]	32.721	1.336	30.325	32.680	35.425
beta3_pH[3,1]	33.092	1.644	30.062	33.017	37.032
beta3_pH[4,1]	32.725	1.832	29.636	32.591	36.917
beta3_pH[5,1]	27.582	1.157	25.971	27.461	30.278
beta3_pH[6,1]	33.504	3.597	26.050	33.213	41.499
beta3_pH[7,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1]	35.608	3.593	29.352	35.609	42.538
beta3_pH[9,1]	32.410	2.775	27.894	31.981	39.375
beta3_pH[10,1]	32.569	1.284	30.244	32.459	35.377
beta3_pH[11,1]	31.408	1.200	29.294	31.386	33.849
beta3_pH[12,1]	30.791	0.481	29.831	30.815	31.750
beta3_pH[13,1]	31.365	0.537	30.346	31.350	32.440
beta3_pH[14,1]	32.541	0.735	31.261	32.505	34.137
beta3_pH[15,1]	30.963	0.743	29.389	31.000	32.330
beta3_pH[16,1]	30.114	0.363	29.393	30.112	30.805
beta3_pH[1,2]	34.525	5.473	25.459	34.560	43.493
beta3_pH[2,2]	34.500	5.475	25.426	34.506	43.453
beta3_pH[3,2]	30.478	7.290	18.647	30.279	42.465
beta3_pH[4,2]	30.610	7.246	18.644	30.628	42.457
beta3_pH[5,2]	30.333	7.202	18.632	30.217	42.359
beta3_pH[6,2]	30.566	7.158	18.574	30.674	42.448
beta3_pH[7,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,3]	39.836	2.577	33.276	40.196	43.696
beta3_pH[2,3]	34.470	5.438	25.471	34.342	43.501
beta3_pH[3,3]	30.595	7.197	18.578	30.636	42.457
beta3_pH[4,3]	30.477	7.280	18.730	30.348	42.393
beta3_pH[5,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,3]	42.147	0.846	41.013	41.881	43.861
beta3_pH[9,3]	35.963	1.702	34.524	35.320	41.025
beta3_pH[10,3]	37.743	2.505	34.629	37.090	43.404
beta3_pH[11,3]	38.538	2.600	34.243	38.670	42.787
beta3_pH[12,3]	38.421	2.578	34.214	38.419	42.715
beta3_pH[13,3]	38.540	2.608	34.227	38.551	42.805
beta3_pH[14,3]	38.550	2.596	34.226	38.571	42.749
beta3_pH[15,3]	38.530	2.606	34.213	38.643	42.773
beta3_pH[16,3]	38.499	2.633	34.219	38.542	42.799
beta3_pH[11,4]	40.479	1.703	36.880	40.477	43.545
beta3_pH[12,4]	41.601	1.323	38.046	41.993	43.369
beta3_pH[13,4]	39.012	1.444	36.774	38.875	42.547
beta3_pH[14,4]	40.050	1.019	37.952	40.092	41.862
beta3_pH[15,4]	40.926	2.512	37.245	42.076	43.902
beta3_pH[16,4]	41.473	1.039	38.439	41.620	43.162
beta3_pH[11,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,5]	25.000	0.000	25.000	25.000	25.000
beta4_pH[1,1]	0.263	0.020	0.223	0.263	0.304
beta4_pH[2,1]	0.211	0.005	0.200	0.211	0.221
beta4_pH[3,1]	0.173	0.007	0.159	0.173	0.187
beta4_pH[4,1]	0.294	0.011	0.271	0.294	0.316
beta4_pH[5,1]	0.432	0.476	0.083	0.387	0.960
beta4_pH[6,1]	0.783	0.438	0.311	0.726	1.467
beta4_pH[7,1]	0.852	0.335	0.363	0.795	1.685
beta4_pH[8,1]	0.155	0.071	0.039	0.147	0.312
beta4_pH[9,1]	0.215	0.085	0.067	0.211	0.392
beta4_pH[10,1]	0.001	0.001	0.000	0.001	0.003
beta4_pH[11,1]	0.446	0.012	0.422	0.445	0.470
beta4_pH[12,1]	0.644	0.022	0.600	0.644	0.687
beta4_pH[13,1]	0.630	0.014	0.603	0.630	0.656
beta4_pH[14,1]	0.669	0.031	0.612	0.668	0.732
beta4_pH[15,1]	0.797	0.020	0.756	0.797	0.837
beta4_pH[16,1]	1.213	0.041	1.131	1.212	1.295
beta4_pH[1,2]	0.296	0.095	0.130	0.290	0.501
beta4_pH[2,2]	0.514	0.023	0.469	0.514	0.561
beta4_pH[3,2]	0.446	0.012	0.423	0.446	0.470
beta4_pH[4,2]	0.654	0.038	0.580	0.654	0.727
beta4_pH[5,2]	0.758	0.904	0.113	0.543	2.823
beta4_pH[6,2]	0.935	0.841	0.223	0.750	2.763
beta4_pH[7,2]	0.909	0.466	0.340	0.827	1.991
beta4_pH[8,2]	0.853	0.206	0.491	0.841	1.285
beta4_pH[9,2]	1.149	1.159	0.319	0.864	3.634
beta4_pH[10,2]	0.457	0.052	0.358	0.457	0.559
beta4_pH[11,2]	1.270	0.050	1.172	1.270	1.370
beta4_pH[12,2]	0.615	0.115	0.400	0.612	0.851
beta4_pH[13,2]	0.953	0.043	0.871	0.953	1.042
beta4_pH[14,2]	0.933	0.064	0.814	0.933	1.058
beta4_pH[15,2]	1.011	0.026	0.961	1.011	1.060
beta4_pH[16,2]	1.388	0.075	1.240	1.388	1.536
beta4_pH[1,3]	0.242	0.077	0.104	0.239	0.401
beta4_pH[2,3]	0.050	0.017	0.019	0.049	0.086
beta4_pH[3,3]	0.052	0.010	0.033	0.052	0.072
beta4_pH[4,3]	0.167	0.030	0.108	0.166	0.227
beta4_pH[5,3]	0.754	0.859	0.115	0.555	2.500
beta4_pH[6,3]	0.893	0.726	0.205	0.732	2.613
beta4_pH[7,3]	0.896	0.437	0.338	0.818	1.879
beta4_pH[8,3]	0.388	0.182	0.101	0.365	0.804
beta4_pH[9,3]	0.936	0.867	0.170	0.709	2.911
beta4_pH[10,3]	0.054	0.038	0.003	0.048	0.140
beta4_pH[11,3]	0.624	0.265	0.259	0.576	1.288
beta4_pH[12,3]	0.751	0.270	0.379	0.706	1.372
beta4_pH[13,3]	0.800	0.339	0.327	0.735	1.645
beta4_pH[14,3]	0.856	0.219	0.505	0.833	1.365
beta4_pH[15,3]	0.838	0.277	0.437	0.791	1.547
beta4_pH[16,3]	0.848	0.393	0.330	0.782	1.781
beta4_pH[1,4]	0.626	0.346	0.185	0.551	1.493
beta4_pH[2,4]	0.797	0.876	0.110	0.571	2.814
beta4_pH[3,4]	0.853	0.896	0.104	0.595	3.010
beta4_pH[4,4]	0.722	0.487	0.219	0.604	1.955
beta4_pH[5,4]	0.752	0.931	0.110	0.551	2.644
beta4_pH[6,4]	0.929	0.935	0.218	0.736	2.656
beta4_pH[7,4]	0.892	0.439	0.354	0.815	1.877
beta4_pH[8,4]	0.761	0.720	0.151	0.597	2.327
beta4_pH[9,4]	0.771	0.817	0.130	0.571	2.657
beta4_pH[10,4]	1.468	3.050	0.006	0.379	10.871
beta4_pH[11,4]	0.430	0.020	0.391	0.430	0.471
beta4_pH[12,4]	0.583	0.075	0.464	0.571	0.760
beta4_pH[13,4]	1.108	0.037	1.042	1.107	1.179
beta4_pH[14,4]	0.896	0.066	0.771	0.895	1.027
beta4_pH[15,4]	0.891	0.387	0.585	0.630	1.475
beta4_pH[16,4]	0.719	0.075	0.602	0.706	0.885
beta4_pH[1,5]	0.629	0.368	0.188	0.549	1.511
beta4_pH[2,5]	0.815	0.837	0.117	0.585	2.981
beta4_pH[3,5]	0.824	0.897	0.108	0.579	2.831
beta4_pH[4,5]	0.743	0.496	0.204	0.630	1.979
beta4_pH[5,5]	0.748	0.844	0.112	0.547	2.493
beta4_pH[6,5]	0.918	0.833	0.201	0.746	2.688
beta4_pH[7,5]	0.879	0.391	0.340	0.813	1.877
beta4_pH[8,5]	0.713	0.627	0.150	0.567	2.120
beta4_pH[9,5]	0.798	0.949	0.119	0.565	2.975
beta4_pH[10,5]	1.530	3.189	0.007	0.371	11.741
beta4_pH[11,5]	0.302	0.084	0.149	0.300	0.475
beta4_pH[12,5]	0.910	0.304	0.470	0.852	1.666
beta4_pH[13,5]	2.251	0.257	1.768	2.250	2.765
beta4_pH[14,5]	0.862	0.207	0.519	0.843	1.341
beta4_pH[15,5]	1.225	0.492	0.810	0.969	2.480
beta4_pH[16,5]	0.992	0.398	0.398	0.928	1.940
beta0_pelagic[1]	2.268	0.037	2.201	2.267	2.345
beta0_pelagic[2]	1.537	0.007	1.523	1.537	1.551
beta0_pelagic[3]	0.186	0.230	-0.370	0.230	0.529
beta0_pelagic[4]	0.236	0.203	-0.199	0.246	0.607
beta0_pelagic[5]	1.443	0.159	1.137	1.439	1.761
beta0_pelagic[6]	1.354	0.060	1.243	1.353	1.474
beta0_pelagic[7]	1.470	0.039	1.397	1.469	1.548
beta0_pelagic[8]	1.672	0.043	1.590	1.670	1.763
beta0_pelagic[9]	2.777	0.063	2.657	2.777	2.902
beta0_pelagic[10]	2.603	0.030	2.546	2.602	2.664
beta0_pelagic[11]	-0.167	0.176	-0.567	-0.157	0.147
beta0_pelagic[12]	1.800	0.036	1.736	1.798	1.872
beta0_pelagic[13]	-1.252	0.642	-2.524	-1.232	-0.146
beta0_pelagic[14]	-0.299	0.189	-0.729	-0.279	0.014
beta0_pelagic[15]	-0.209	0.034	-0.299	-0.195	-0.179
beta0_pelagic[16]	-0.511	0.375	-1.363	-0.431	0.034
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.759	0.248	0.358	0.730	1.369
beta1_pelagic[4]	0.812	0.227	0.394	0.805	1.284
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.186	0.243	0.743	1.175	1.705
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	3.221	0.911	1.576	3.147	4.863
beta1_pelagic[14]	1.824	0.460	1.142	1.728	2.941
beta1_pelagic[15]	0.091	0.162	0.000	0.014	0.615
beta1_pelagic[16]	1.661	0.599	0.781	1.531	2.927
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	6.605	6.068	0.229	5.131	21.549
beta2_pelagic[4]	7.845	6.141	0.426	6.460	22.585
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	1.882	1.677	0.300	1.288	6.576
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	0.159	0.075	0.075	0.142	0.358
beta2_pelagic[14]	0.829	0.874	0.194	0.569	3.322
beta2_pelagic[15]	2.678	1.964	0.147	2.314	7.293
beta2_pelagic[16]	0.692	0.981	0.114	0.334	4.139
beta3_pelagic[1]	28.751	3.938	22.313	28.744	35.134
beta3_pelagic[2]	28.716	3.837	22.383	28.641	35.142
beta3_pelagic[3]	27.694	2.656	23.388	27.865	31.909
beta3_pelagic[4]	26.156	1.275	23.414	26.309	28.724
beta3_pelagic[5]	29.480	6.556	18.582	29.500	40.355
beta3_pelagic[6]	29.375	6.598	18.635	29.200	40.342
beta3_pelagic[7]	29.648	6.611	18.632	29.505	40.527
beta3_pelagic[8]	29.526	6.631	18.494	29.356	40.504
beta3_pelagic[9]	29.415	6.604	18.521	29.471	40.463
beta3_pelagic[10]	29.512	6.583	18.555	29.666	40.390
beta3_pelagic[11]	30.039	1.204	27.855	29.976	32.710
beta3_pelagic[12]	30.000	0.000	30.000	30.000	30.000
beta3_pelagic[13]	30.764	4.363	23.714	30.318	40.247
beta3_pelagic[14]	34.242	1.677	31.432	34.010	38.204
beta3_pelagic[15]	34.033	5.699	23.725	34.700	41.759
beta3_pelagic[16]	31.122	2.624	26.225	31.045	37.272
beta0_yellow[1]	-0.483	0.080	-0.642	-0.484	-0.328
beta0_yellow[2]	0.542	0.082	0.354	0.549	0.679
beta0_yellow[3]	-0.210	0.130	-0.468	-0.213	0.017
beta0_yellow[4]	0.890	0.260	0.134	0.963	1.193
beta0_yellow[5]	0.246	0.337	-0.464	0.271	0.839
beta0_yellow[6]	0.817	0.106	0.608	0.817	1.018
beta0_yellow[7]	1.010	0.099	0.824	1.011	1.199
beta0_yellow[8]	1.019	0.092	0.842	1.019	1.197
beta0_yellow[9]	0.444	0.103	0.241	0.444	0.644
beta0_yellow[10]	0.540	0.069	0.411	0.538	0.679
beta0_yellow[11]	-0.193	0.120	-0.458	-0.182	0.022
beta0_yellow[12]	-1.092	0.095	-1.273	-1.093	-0.910
beta0_yellow[13]	-1.361	0.167	-1.718	-1.350	-1.063
beta0_yellow[14]	-0.252	0.153	-0.571	-0.234	-0.017
beta0_yellow[15]	-1.248	0.134	-1.565	-1.231	-1.027
beta0_yellow[16]	-0.256	0.092	-0.434	-0.257	-0.069
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.015	0.232	0.580	1.008	1.496
beta1_yellow[3]	0.468	0.243	0.019	0.480	0.903
beta1_yellow[4]	1.343	0.604	0.651	1.182	3.180
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	0.226	0.321	0.001	0.051	1.082
beta1_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[13]	0.955	0.930	0.022	0.745	3.904
beta1_yellow[14]	0.543	0.802	0.012	0.311	3.090
beta1_yellow[15]	0.174	0.227	0.011	0.080	0.756
beta1_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-7.571	5.858	-22.015	-6.238	-0.402
beta2_yellow[3]	-7.734	5.813	-21.725	-6.411	-0.426
beta2_yellow[4]	-5.673	6.018	-21.262	-3.686	-0.127
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	-7.761	5.832	-21.928	-6.450	-0.410
beta2_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[13]	-6.905	5.995	-20.962	-5.227	-0.315
beta2_yellow[14]	-6.672	5.082	-19.148	-5.399	-0.350
beta2_yellow[15]	-7.522	5.574	-20.317	-6.420	-0.297
beta2_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	28.884	1.170	27.303	28.652	31.944
beta3_yellow[3]	32.296	3.333	23.043	32.505	38.293
beta3_yellow[4]	29.852	3.221	23.971	28.759	35.759
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	35.392	3.854	30.416	34.283	43.410
beta3_yellow[12]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[13]	33.867	2.599	29.399	33.887	39.913
beta3_yellow[14]	34.358	3.572	29.301	33.908	43.080
beta3_yellow[15]	36.539	3.885	30.252	36.291	43.554
beta3_yellow[16]	35.000	0.000	35.000	35.000	35.000
beta0_black[1]	0.011	0.077	-0.139	0.010	0.165
beta0_black[2]	1.855	0.032	1.792	1.855	1.915
beta0_black[3]	1.238	0.037	1.167	1.238	1.312
beta0_black[4]	2.425	0.048	2.330	2.423	2.520
beta0_black[5]	5.216	2.466	1.789	4.721	11.557
beta0_black[6]	5.299	2.246	2.677	4.697	11.533
beta0_black[7]	4.180	2.278	1.634	3.566	10.610
beta0_black[8]	0.883	0.220	0.473	0.879	1.342
beta0_black[9]	2.806	0.273	2.282	2.798	3.348
beta0_black[10]	1.288	0.049	1.192	1.288	1.385
beta0_black[11]	2.979	0.052	2.878	2.978	3.081
beta0_black[12]	4.913	0.187	4.543	4.915	5.277
beta0_black[13]	0.451	0.342	0.012	0.372	1.238
beta0_black[14]	2.852	0.105	2.649	2.855	3.049
beta0_black[15]	0.721	0.051	0.621	0.722	0.827
beta0_black[16]	3.774	0.073	3.635	3.774	3.919
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.501	1.775	-6.850	-2.085	-0.276
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	37.287	3.461	26.234	38.125	41.068
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.326	0.094	-0.512	-0.327	-0.143
beta4_black[2]	0.257	0.054	0.153	0.256	0.364
beta4_black[3]	-0.721	0.064	-0.847	-0.721	-0.593
beta4_black[4]	0.629	0.131	0.371	0.627	0.888
beta4_black[5]	0.814	1.687	-1.333	0.513	4.860
beta4_black[6]	0.890	1.644	-0.937	0.573	4.512
beta4_black[7]	0.854	1.837	-1.050	0.505	4.787
beta4_black[8]	0.084	0.287	-0.550	0.094	0.608
beta4_black[9]	1.052	0.821	-0.075	0.891	3.108
beta4_black[10]	0.072	0.066	-0.054	0.072	0.204
beta4_black[11]	-0.609	0.065	-0.733	-0.609	-0.477
beta4_black[12]	1.234	0.296	0.688	1.224	1.848
beta4_black[13]	-1.006	0.077	-1.157	-1.004	-0.860
beta4_black[14]	0.217	0.180	-0.124	0.221	0.569
beta4_black[15]	0.004	0.046	-0.086	0.004	0.096
beta4_black[16]	-0.416	0.118	-0.639	-0.417	-0.182
beta0_dsr[11]	-0.338	0.010	-0.357	-0.338	-0.320
beta0_dsr[12]	1.417	0.044	1.333	1.418	1.505
beta0_dsr[13]	0.143	0.021	0.102	0.143	0.186
beta0_dsr[14]	-0.127	0.017	-0.161	-0.128	-0.093
beta0_dsr[15]	0.184	0.021	0.141	0.187	0.220
beta0_dsr[16]	0.208	0.015	0.179	0.208	0.238
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	0.551	0.034	0.482	0.551	0.617
beta4_dsr[12]	0.779	0.236	0.337	0.772	1.252
beta4_dsr[13]	-0.077	0.040	-0.156	-0.077	0.001
beta4_dsr[14]	-0.211	0.072	-0.353	-0.212	-0.069
beta4_dsr[15]	0.238	0.027	0.187	0.237	0.292
beta4_dsr[16]	-0.097	0.046	-0.187	-0.097	-0.009
beta0_slope[11]	-2.198	0.020	-2.237	-2.198	-2.158
beta0_slope[12]	-5.119	0.173	-5.442	-5.124	-4.769
beta0_slope[13]	-1.472	0.033	-1.537	-1.471	-1.411
beta0_slope[14]	-2.689	0.048	-2.786	-2.688	-2.594
beta0_slope[15]	-1.567	0.040	-1.630	-1.575	-1.490
beta0_slope[16]	-3.015	0.046	-3.105	-3.014	-2.926
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.342	0.076	-0.490	-0.339	-0.200
beta4_slope[12]	-4.214	0.810	-5.879	-4.189	-2.721
beta4_slope[13]	0.303	0.052	0.202	0.301	0.402
beta4_slope[14]	-0.181	0.154	-0.491	-0.180	0.116
beta4_slope[15]	-0.385	0.045	-0.475	-0.383	-0.304
beta4_slope[16]	0.223	0.105	0.012	0.224	0.420
beta5_slope[11]	3.071	0.107	2.867	3.069	3.286
beta5_slope[12]	1.519	0.402	0.750	1.517	2.313
beta5_slope[13]	0.883	0.078	0.737	0.882	1.038
beta5_slope[14]	3.757	0.367	3.090	3.738	4.517
beta5_slope[15]	1.382	0.086	1.212	1.385	1.543
beta5_slope[16]	2.675	0.230	2.249	2.662	3.150
tau_comp[1]	3.803	0.294	3.269	3.795	4.407
tau_comp[2]	2.865	0.256	2.396	2.857	3.382
tau_comp[3]	0.870	0.074	0.732	0.866	1.021
tau_comp[4]	1.475	0.286	1.011	1.443	2.125
tau_comp[5]	1.244	0.178	0.931	1.228	1.633
sigma_H[1]	0.206	0.049	0.117	0.202	0.311
sigma_H[2]	0.175	0.028	0.126	0.173	0.238
sigma_H[3]	0.187	0.041	0.117	0.184	0.277
sigma_H[4]	0.462	0.079	0.334	0.454	0.640
sigma_H[5]	0.955	0.199	0.598	0.945	1.373
sigma_H[6]	0.537	0.199	0.136	0.535	0.932
sigma_H[7]	0.309	0.059	0.216	0.300	0.446
sigma_H[8]	0.422	0.091	0.282	0.411	0.617
sigma_H[9]	0.514	0.115	0.327	0.500	0.776
sigma_H[10]	0.209	0.039	0.143	0.205	0.294
sigma_H[11]	0.265	0.044	0.193	0.262	0.362
sigma_H[12]	0.384	0.150	0.199	0.338	0.734
sigma_H[13]	0.223	0.036	0.161	0.220	0.305
sigma_H[14]	0.499	0.088	0.349	0.491	0.688
sigma_H[15]	0.234	0.037	0.169	0.232	0.315
sigma_H[16]	0.212	0.040	0.146	0.208	0.302
lambda_H[1]	2.277	3.449	0.076	1.080	11.298
lambda_H[2]	5.246	4.787	0.509	3.760	18.141
lambda_H[3]	5.482	7.631	0.276	3.024	23.764
lambda_H[4]	0.006	0.005	0.001	0.005	0.018
lambda_H[5]	2.481	5.851	0.026	0.658	18.563
lambda_H[6]	6.234	13.127	0.009	0.338	42.857
lambda_H[7]	0.012	0.009	0.002	0.010	0.035
lambda_H[8]	7.477	9.875	0.087	3.996	32.318
lambda_H[9]	0.015	0.010	0.003	0.013	0.040
lambda_H[10]	0.215	0.232	0.027	0.153	0.749
lambda_H[11]	0.214	0.301	0.010	0.100	1.052
lambda_H[12]	3.683	5.067	0.162	2.108	16.160
lambda_H[13]	3.175	2.862	0.276	2.373	10.679
lambda_H[14]	3.344	3.842	0.259	2.228	13.148
lambda_H[15]	0.018	0.031	0.003	0.014	0.057
lambda_H[16]	0.479	0.873	0.030	0.243	2.248
mu_lambda_H[1]	4.062	1.889	1.025	3.858	8.217
mu_lambda_H[2]	3.665	1.975	0.496	3.455	7.891
mu_lambda_H[3]	3.431	1.842	0.700	3.193	7.705
sigma_lambda_H[1]	8.077	4.332	1.553	7.385	18.183
sigma_lambda_H[2]	8.134	4.763	0.866	7.521	18.245
sigma_lambda_H[3]	6.350	4.023	0.996	5.595	16.513
beta_H[1,1]	6.516	1.307	3.333	6.752	8.408
beta_H[2,1]	9.762	0.601	8.369	9.812	10.817
beta_H[3,1]	7.843	0.819	5.912	7.943	9.178
beta_H[4,1]	10.349	7.683	-4.972	10.554	25.728
beta_H[5,1]	-0.289	2.535	-5.490	-0.206	4.242
beta_H[6,1]	3.137	4.345	-7.677	4.668	8.188
beta_H[7,1]	1.112	5.770	-10.721	1.365	11.935
beta_H[8,1]	1.212	3.667	-2.685	1.145	3.474
beta_H[9,1]	13.620	5.667	2.485	13.458	24.829
beta_H[10,1]	6.818	1.819	3.007	6.855	10.387
beta_H[11,1]	4.745	3.569	-3.150	5.259	9.893
beta_H[12,1]	2.607	1.120	0.608	2.538	5.069
beta_H[13,1]	9.085	0.922	7.061	9.140	10.577
beta_H[14,1]	2.111	0.986	0.174	2.136	4.035
beta_H[15,1]	-7.079	3.376	-13.420	-7.236	-0.033
beta_H[16,1]	3.959	3.056	-0.944	3.545	10.931
beta_H[1,2]	7.779	0.266	7.253	7.779	8.294
beta_H[2,2]	9.882	0.162	9.559	9.884	10.194
beta_H[3,2]	8.795	0.200	8.410	8.795	9.188
beta_H[4,2]	3.074	1.469	0.230	3.051	6.032
beta_H[5,2]	1.724	0.986	-0.258	1.705	3.568
beta_H[6,2]	6.063	1.098	3.563	6.236	7.791
beta_H[7,2]	2.405	1.082	0.447	2.347	4.820
beta_H[8,2]	2.980	1.052	1.312	3.111	4.235
beta_H[9,2]	3.217	1.078	1.136	3.194	5.435
beta_H[10,2]	8.033	0.363	7.275	8.038	8.742
beta_H[11,2]	9.847	0.642	8.837	9.748	11.293
beta_H[12,2]	3.940	0.381	3.223	3.925	4.728
beta_H[13,2]	9.127	0.241	8.683	9.123	9.608
beta_H[14,2]	4.012	0.339	3.336	4.011	4.678
beta_H[15,2]	11.559	0.618	10.321	11.580	12.744
beta_H[16,2]	4.475	0.838	2.943	4.441	6.181
beta_H[1,3]	8.441	0.261	7.969	8.430	8.949
beta_H[2,3]	9.862	0.145	9.581	9.858	10.155
beta_H[3,3]	9.462	0.161	9.153	9.459	9.800
beta_H[4,3]	-2.181	0.874	-3.893	-2.162	-0.523
beta_H[5,3]	3.874	0.613	2.621	3.878	5.053
beta_H[6,3]	8.379	1.164	6.701	8.060	10.775
beta_H[7,3]	-2.563	0.635	-3.813	-2.551	-1.323
beta_H[8,3]	5.300	0.505	4.685	5.230	6.442
beta_H[9,3]	-2.744	0.700	-4.187	-2.720	-1.451
beta_H[10,3]	8.554	0.271	8.017	8.551	9.091
beta_H[11,3]	8.489	0.287	7.873	8.516	8.991
beta_H[12,3]	5.263	0.328	4.487	5.300	5.801
beta_H[13,3]	8.844	0.180	8.470	8.849	9.183
beta_H[14,3]	5.789	0.268	5.199	5.808	6.251
beta_H[15,3]	10.271	0.298	9.691	10.271	10.871
beta_H[16,3]	5.904	0.587	4.734	5.919	6.975
beta_H[1,4]	8.098	0.186	7.718	8.108	8.431
beta_H[2,4]	9.848	0.130	9.585	9.853	10.084
beta_H[3,4]	9.956	0.151	9.634	9.968	10.230
beta_H[4,4]	11.815	0.472	10.864	11.830	12.739
beta_H[5,4]	5.590	0.746	4.390	5.513	7.255
beta_H[6,4]	7.195	0.928	5.253	7.440	8.507
beta_H[7,4]	8.549	0.341	7.888	8.552	9.211
beta_H[8,4]	6.724	0.255	6.185	6.740	7.145
beta_H[9,4]	7.449	0.436	6.622	7.448	8.307
beta_H[10,4]	7.523	0.222	7.094	7.521	7.958
beta_H[11,4]	9.504	0.191	9.128	9.502	9.899
beta_H[12,4]	7.248	0.199	6.892	7.242	7.679
beta_H[13,4]	9.041	0.140	8.759	9.041	9.317
beta_H[14,4]	7.831	0.209	7.426	7.826	8.258
beta_H[15,4]	9.481	0.224	9.035	9.483	9.918
beta_H[16,4]	9.438	0.244	8.980	9.430	9.929
beta_H[1,5]	8.897	0.154	8.573	8.901	9.185
beta_H[2,5]	10.678	0.100	10.491	10.671	10.890
beta_H[3,5]	10.758	0.157	10.471	10.751	11.090
beta_H[4,5]	8.339	0.493	7.435	8.322	9.343
beta_H[5,5]	5.174	0.611	3.735	5.253	6.156
beta_H[6,5]	8.965	0.635	7.997	8.842	10.343
beta_H[7,5]	6.572	0.343	5.931	6.559	7.271
beta_H[8,5]	8.249	0.211	7.896	8.235	8.689
beta_H[9,5]	8.180	0.459	7.260	8.184	9.084
beta_H[10,5]	10.049	0.223	9.611	10.047	10.477
beta_H[11,5]	11.596	0.222	11.148	11.596	12.019
beta_H[12,5]	8.607	0.189	8.223	8.609	8.982
beta_H[13,5]	10.107	0.135	9.850	10.105	10.380
beta_H[14,5]	9.241	0.214	8.843	9.236	9.678
beta_H[15,5]	11.302	0.237	10.842	11.306	11.761
beta_H[16,5]	9.860	0.186	9.477	9.866	10.218
beta_H[1,6]	10.122	0.242	9.749	10.090	10.728
beta_H[2,6]	11.470	0.117	11.243	11.471	11.707
beta_H[3,6]	10.624	0.150	10.305	10.635	10.887
beta_H[4,6]	12.938	0.875	11.199	12.962	14.602
beta_H[5,6]	5.657	0.629	4.545	5.624	7.033
beta_H[6,6]	8.732	0.576	7.449	8.772	9.788
beta_H[7,6]	10.548	0.598	9.368	10.565	11.687
beta_H[8,6]	9.531	0.249	9.048	9.540	9.958
beta_H[9,6]	8.315	0.768	6.851	8.310	9.868
beta_H[10,6]	9.146	0.340	8.416	9.168	9.752
beta_H[11,6]	10.676	0.371	9.898	10.701	11.336
beta_H[12,6]	9.376	0.248	8.916	9.363	9.912
beta_H[13,6]	11.047	0.160	10.742	11.041	11.364
beta_H[14,6]	9.921	0.276	9.360	9.925	10.453
beta_H[15,6]	10.547	0.419	9.747	10.536	11.371
beta_H[16,6]	10.579	0.264	10.026	10.586	11.059
beta_H[1,7]	10.153	1.265	6.794	10.437	11.841
beta_H[2,7]	12.119	0.518	11.008	12.148	13.074
beta_H[3,7]	10.307	0.656	8.836	10.382	11.413
beta_H[4,7]	1.311	4.527	-7.352	1.257	10.357
beta_H[5,7]	5.797	1.991	1.800	5.812	9.893
beta_H[6,7]	7.180	3.180	-0.827	8.301	11.218
beta_H[7,7]	7.700	3.004	2.212	7.628	13.923
beta_H[8,7]	10.864	0.931	9.102	10.865	12.672
beta_H[9,7]	4.854	4.011	-3.259	4.857	12.666
beta_H[10,7]	10.017	1.594	7.313	9.865	13.493
beta_H[11,7]	11.439	1.838	8.264	11.249	15.525
beta_H[12,7]	9.794	0.969	7.602	9.874	11.469
beta_H[13,7]	11.651	0.729	10.028	11.713	12.877
beta_H[14,7]	10.638	0.866	8.902	10.646	12.320
beta_H[15,7]	14.017	2.180	9.632	14.047	18.304
beta_H[16,7]	12.924	1.446	10.506	12.756	16.169
beta0_H[1]	8.976	18.651	-26.720	8.439	44.800
beta0_H[2]	10.569	8.099	-5.166	10.603	26.578
beta0_H[3]	10.025	10.158	-9.549	9.882	30.636
beta0_H[4]	7.383	185.356	-370.421	9.452	370.110
beta0_H[5]	3.990	28.453	-48.741	4.021	58.736
beta0_H[6]	7.762	49.870	-103.821	7.775	112.629
beta0_H[7]	4.999	140.992	-272.423	8.589	283.551
beta0_H[8]	6.126	26.472	-19.083	6.509	30.366
beta0_H[9]	3.011	124.598	-246.945	1.971	256.656
beta0_H[10]	7.993	38.016	-70.479	7.937	82.580
beta0_H[11]	9.859	54.064	-98.268	10.205	123.763
beta0_H[12]	6.945	12.819	-16.830	6.775	31.973
beta0_H[13]	10.141	11.254	-11.380	10.077	31.325
beta0_H[14]	7.193	11.295	-14.754	7.324	30.960
beta0_H[15]	10.057	114.870	-223.353	12.706	239.214
beta0_H[16]	8.616	31.596	-57.782	8.200	73.690

Rockfish Historical Harvest Estimates

Phil Joy & Adam Reimer

February 2025